7767517 86 96 Input in0 0 1 in0 Convolution conv_4 1 1 in0 1 0=24 1=3 3=2 4=1 5=1 6=648 8=2 GELU gelu_32 1 1 1 2 Convolution conv_5 1 1 2 3 0=48 1=3 3=2 4=1 5=1 6=10368 8=102 ConvolutionDepthWise convdw_58 1 1 3 4 0=48 1=3 4=1 5=1 6=432 7=48 8=1 Split splitncnn_0 1 2 4 5 6 Reduction mean_52 1 1 6 7 0=3 1=0 -23303=2,1,2 4=1 5=1 Convolution convrelu_0 1 1 7 8 0=12 1=1 5=1 6=576 8=102 9=1 Convolution conv_7 1 1 8 9 0=48 1=1 5=1 6=576 8=2 HardSigmoid hsigmoid_42 1 1 9 10 0=1.666667e-01 BinaryOp mul_0 2 1 5 10 11 0=2 Split splitncnn_1 1 2 11 12 13 Convolution conv_8 1 1 13 14 0=96 1=1 5=1 6=4608 8=2 GELU gelu_33 1 1 14 15 Convolution conv_9 1 1 15 16 0=48 1=1 5=1 6=4608 8=2 BinaryOp add_1 2 1 12 16 17 ConvolutionDepthWise convdw_59 1 1 17 18 0=48 1=3 4=1 5=1 6=432 7=48 8=1 Split splitncnn_2 1 2 18 19 20 Convolution conv_10 1 1 20 21 0=96 1=1 5=1 6=4608 8=2 GELU gelu_34 1 1 21 22 Convolution conv_11 1 1 22 23 0=48 1=1 5=1 6=4608 8=2 BinaryOp add_2 2 1 19 23 24 ConvolutionDepthWise convdw_60 1 1 24 25 0=48 1=3 13=2 4=1 5=1 6=432 7=48 8=101 Convolution conv_12 1 1 25 26 0=96 1=1 5=1 6=4608 8=2 GELU gelu_35 1 1 26 27 Convolution conv_13 1 1 27 28 0=96 1=1 5=1 6=9216 8=102 ConvolutionDepthWise convdw_61 1 1 28 29 0=96 1=3 4=1 5=1 6=864 7=96 8=1 Split splitncnn_3 1 2 29 30 31 Reduction mean_53 1 1 31 32 0=3 1=0 -23303=2,1,2 4=1 5=1 Convolution convrelu_1 1 1 32 33 0=24 1=1 5=1 6=2304 8=102 9=1 Convolution conv_15 1 1 33 34 0=96 1=1 5=1 6=2304 8=2 HardSigmoid hsigmoid_43 1 1 34 35 0=1.666667e-01 BinaryOp mul_3 2 1 30 35 36 0=2 Split splitncnn_4 1 2 36 37 38 Convolution conv_16 1 1 38 39 0=192 1=1 5=1 6=18432 8=2 GELU gelu_36 1 1 39 40 Convolution conv_17 1 1 40 41 0=96 1=1 5=1 6=18432 8=2 BinaryOp add_4 2 1 37 41 42 ConvolutionDepthWise convdw_62 1 1 42 43 0=96 1=3 4=1 5=1 6=864 7=96 8=1 Split splitncnn_5 1 2 43 44 45 Convolution conv_18 1 1 45 46 0=192 1=1 5=1 6=18432 8=2 GELU gelu_37 1 1 46 47 Convolution conv_19 1 1 47 48 0=96 1=1 5=1 6=18432 8=2 BinaryOp add_5 2 1 44 48 49 ConvolutionDepthWise convdw_63 1 1 49 50 0=96 1=3 13=2 4=1 5=1 6=864 7=96 8=101 Convolution conv_20 1 1 50 51 0=192 1=1 5=1 6=18432 8=2 GELU gelu_38 1 1 51 52 Convolution conv_21 1 1 52 53 0=160 1=1 5=1 6=30720 8=102 ConvolutionDepthWise convdw_64 1 1 53 54 0=160 1=3 4=1 5=1 6=1440 7=160 8=1 Split splitncnn_6 1 2 54 55 56 Reduction mean_54 1 1 56 57 0=3 1=0 -23303=2,1,2 4=1 5=1 Convolution convrelu_2 1 1 57 58 0=40 1=1 5=1 6=6400 8=102 9=1 Convolution conv_23 1 1 58 59 0=160 1=1 5=1 6=6400 8=2 HardSigmoid hsigmoid_44 1 1 59 60 0=1.666667e-01 BinaryOp mul_6 2 1 55 60 61 0=2 Split splitncnn_7 1 2 61 62 63 Convolution conv_24 1 1 63 64 0=320 1=1 5=1 6=51200 8=2 GELU gelu_39 1 1 64 65 Convolution conv_25 1 1 65 66 0=160 1=1 5=1 6=51200 8=2 BinaryOp add_7 2 1 62 66 67 ConvolutionDepthWise convdw_65 1 1 67 68 0=160 1=3 4=1 5=1 6=1440 7=160 8=1 Split splitncnn_8 1 2 68 69 70 Convolution conv_26 1 1 70 71 0=320 1=1 5=1 6=51200 8=2 GELU gelu_40 1 1 71 72 Convolution conv_27 1 1 72 73 0=160 1=1 5=1 6=51200 8=2 BinaryOp add_8 2 1 69 73 74 ConvolutionDepthWise convdw_66 1 1 74 75 0=160 1=3 4=1 5=1 6=1440 7=160 8=1 Split splitncnn_9 1 2 75 76 77 Convolution conv_28 1 1 77 78 0=320 1=1 5=1 6=51200 8=2 GELU gelu_41 1 1 78 79 Convolution conv_29 1 1 79 80 0=160 1=1 5=1 6=51200 8=2 BinaryOp add_9 2 1 76 80 81 Pooling avgpool2d_31 1 1 81 82 0=1 1=2 11=3 2=2 12=3 5=1 ConvolutionDepthWise convdw_67 1 1 82 83 0=160 1=5 11=1 4=2 14=0 6=800 7=160 8=1 Squeeze squeeze_55 1 1 83 84 -23303=1,1 BatchNorm bn_2 1 1 84 85 0=160 1=1.000000e-05 HardSwish hswish_45 1 1 85 86 0=1.666667e-01 ExpandDims unsqueeze_57 1 1 86 87 -23303=1,1 Convolution conv_30 1 1 87 88 0=160 1=1 6=25600 8=2 Squeeze squeeze_56 1 1 88 89 -23303=1,1 BatchNorm bn_3 1 1 89 90 0=160 1=1.000000e-05 HardSwish hswish_46 1 1 90 91 0=1.666667e-01 Permute permute_51 1 1 91 92 0=1 Gemm gemm_0 1 1 92 93 3=1 5=1 6=1 8=80 9=160 10=4 18=2 Gemm gemm_1 1 1 93 94 3=1 5=1 6=1 8=6906 9=80 10=4 18=2 Softmax softmax_50 1 1 94 out0 0=1 1=1